Functional Data Analysis in Sport Science: Example of Swimmers’ Progression Curves Clustering

Functional Data Analysis in Sport Science: Example of Swimmers’ Progression Curves Clustering

Many data collected in sport science come from time dependent phenomenon. This article focuses on Functional Data Analysis (FDA), which study longitudinal data by modelling them as continuous functions. After a brief review of several FDA methods, some useful practical tools such as Functional Princ...

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Bibliographic Details
Main Authors: Arthur Leroy, Andy MARC, Olivier DUPAS, Jean Lionel REY, Servane Gey
Format: Article
Language:English
Published: MDPI AG 2018-09-01
Series:Applied Sciences
Subjects:
curve clustering
functional data analysis
swimming
sport
detection
Online Access:http://www.mdpi.com/2076-3417/8/10/1766

Internet

http://www.mdpi.com/2076-3417/8/10/1766

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